Title Input
0 Type City
1 Search new york
2 Place of Interests shake shack,starbucks,mcdonalds,pizza

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

20112012201320142015201620172018201923456
100251002310002100161002910009100111012810003100191002410028100271002110032100311001410036100331001010022100651004010001100341002610013100351007510012100381003010017100391001810005100441028010069100071000610004

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.775
1 Dependent Variable: rent AIC: 71.2352
2 Date: 2020-01-22 14:52 BIC: 92.8615
3 No. Observations: 39 Log-Likelihood: -22.618
4 Df Model: 12 F-statistic: 11.88
5 Df Residuals: 26 Prob (F-statistic): 1.11e-07
6 R-squared: 0.846 Scale: 0.28012

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 5.13286 1.16011 4.42446 0.000153522 2.74822 7.51751
population 7.60376e-07 5.91184e-06 0.128619 0.898649 -1.13916e-05 1.29123e-05
density -2.94764e-06 5.03303e-06 -0.585659 0.563154 -1.32932e-05 7.3979e-06
violent crime -0.0695328 0.0601606 -1.15579 0.258279 -0.193195 0.054129
property crime 0.0350292 0.0696317 0.503065 0.619154 -0.108101 0.178159
MCDONALDS_count -0.0286872 0.080815 -0.354974 0.725473 -0.194805 0.13743
PIZZA_count 0.00160516 0.032995 0.0486485 0.961571 -0.0662171 0.0694274
SHAKE SHACK_count -0.0618872 0.138149 -0.447973 0.657883 -0.345857 0.222083
STARBUCKS_count 0.0457117 0.0338138 1.35187 0.188062 -0.0237934 0.115217
MCDONALDS_mean -0.000212837 0.000152609 -1.39465 0.174923 -0.000526529 0.000100856
PIZZA_mean 0.00132324 0.000576127 2.29678 0.0299368 0.000138992 0.00250748
SHAKE SHACK_mean -1.07182e-05 4.74373e-05 -0.225944 0.823012 -0.000108227 8.67907e-05
STARBUCKS_mean 0.00108625 0.0015711 0.691396 0.495444 -0.00214318 0.00431568

SALES: $/SQFT

20102011201220132014201520162017201820195001000150020002500
10023100021001610029100111012810019100031002710032100311001410036100101002210065100011002610013100351001210038100051028010069100071000610004

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.588
1 Dependent Variable: sales AIC: 379.1284
2 Date: 2020-01-22 14:52 BIC: 395.4836
3 No. Observations: 26 Log-Likelihood: -176.56
4 Df Model: 12 F-statistic: 3.969
5 Df Residuals: 13 Prob (F-statistic): 0.00991
6 R-squared: 0.786 Scale: 92701.

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 775.588 717.573 1.08085 0.299408 -774.633 2325.81
population 0.00449208 0.00690264 0.650778 0.526526 -0.0104202 0.0194043
density -0.0107794 0.0041154 -2.61928 0.021215 -0.0196702 -0.00188862
violent crime -60.5445 39.9138 -1.51688 0.153232 -146.773 25.684
property crime 60.1525 45.1375 1.33265 0.205534 -37.3612 157.666
MCDONALDS_count -118.111 52.1888 -2.26315 0.0413892 -230.858 -5.36428
PIZZA_count -7.32173 25.5889 -0.286129 0.779288 -62.6033 47.9598
SHAKE SHACK_count 114.051 87.4746 1.30382 0.214911 -74.9262 303.029
STARBUCKS_count 34.0937 23.5413 1.44825 0.171233 -16.7642 84.9516
MCDONALDS_mean -0.280796 0.0985308 -2.84983 0.0136615 -0.493659 -0.0679328
PIZZA_mean 0.16204 0.391021 0.414404 0.685335 -0.682709 1.00679
SHAKE SHACK_mean 0.0100032 0.0302849 0.330305 0.746432 -0.0554232 0.0754297
STARBUCKS_mean 3.29501 1.16823 2.82052 0.0144505 0.771212 5.81882

ROI (PER YERAR: ROI = RENT*12/SALES*100)

201120122013201420152016201720182019234567
10001100021000310004100051000610007100101001110012100131001410016100191002210023100261002710029100311003210035100361003810065100691012810280

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.175
1 Dependent Variable: roi AIC: 70.7445
2 Date: 2020-01-22 14:52 BIC: 87.0997
3 No. Observations: 26 Log-Likelihood: -22.372
4 Df Model: 12 F-statistic: 1.441
5 Df Residuals: 13 Prob (F-statistic): 0.261
6 R-squared: 0.571 Scale: 0.65456

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 7.15561 1.90678 3.75273 0.00241491 3.03627 11.275
population -1.52844e-05 1.83421e-05 -0.833294 0.419726 -5.49101e-05 2.43413e-05
density 2.33871e-05 1.09357e-05 2.13861 0.0520269 -2.37987e-07 4.70122e-05
violent crime 0.172451 0.106061 1.62595 0.127944 -0.0566809 0.401582
property crime -0.198826 0.119942 -1.65768 0.121303 -0.457945 0.0602935
MCDONALDS_count 0.21696 0.138679 1.56447 0.141715 -0.0826385 0.516558
PIZZA_count 0.0306971 0.0679965 0.451451 0.659104 -0.1162 0.177595
SHAKE SHACK_count -0.283532 0.232443 -1.21979 0.244212 -0.785694 0.218631
STARBUCKS_count -0.0467994 0.0625553 -0.748129 0.467702 -0.181942 0.0883431
MCDONALDS_mean 0.000412481 0.000261822 1.57543 0.139172 -0.000153151 0.000978113
PIZZA_mean 0.000402869 0.00103904 0.38773 0.70449 -0.00184185 0.00264759
SHAKE SHACK_mean -2.91023e-05 8.04747e-05 -0.361633 0.723436 -0.000202957 0.000144753
STARBUCKS_mean -0.00753711 0.00310428 -2.42797 0.0304467 -0.0142435 -0.000830709